AAAI 2022 Fall Symposium: System-1 and System-2 realized within the Common Model of Cognition

Author:

Brendan Conway-Smith, Robert L. West

Keyword:

Computer Science, Artificial Intelligence, Artificial Intelligence (cs.AI)

journal:

In Proceedings of AAAI Fall Symposium: Thinking Fast & Slow and Other Cognitive Theories in AI. Vol.3332 (2022)

date:

2023-05-15 16:00:00

Abstract

Attempts to import dual-system descriptions of System-1 and System-2 into AI have been hindered by a lack of clarity over their distinction. We address this and other issues by situating System-1 and System-2 within the Common Model of Cognition. Results show that what are thought to be distinctive characteristics of System-1 and 2 instead form a spectrum of cognitive properties. The Common Model provides a comprehensive vision of the computational units involved in System-1 and System-2, their underlying mechanisms, and the implications for learning, metacognition, and emotion.

PDF: AAAI 2022 Fall Symposium: System-1 and System-2 realized within the Common Model of Cognition.pdf